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Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators


Oct 31, 2019
Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi

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* 10 pages, 7 figures 

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Nonvolatile Spintronic Memory Cells for Neural Networks


May 29, 2019
Andrew W. Stephan, Qiuwen Lou, Michael Niemier, X. Sharon Hu, Steven J. Koester

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Application-level Studies of Cellular Neural Network-based Hardware Accelerators


Feb 28, 2019
Qiuwen Lou, Indranil Palit, Tang Li, Andras Horvath, Michael Niemier, X. Sharon Hu

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Design Flow of Accelerating Hybrid Extremely Low Bit-width Neural Network in Embedded FPGA


Oct 25, 2018
Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen

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* Accepted by International Conference on Field-Programmable Logic and Applications (FPL'2018) 

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